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OpenClaw / Score

See which models score best on the OpenClaw task set.

UpdatedMar 21, 2026, 1:21 AM

MethodPublished benchmark snapshot

Rank	Model	Score	Success rate	Submissions	Time	Best time	Lowest cost	Summary
#1	Claude Opus 4.6 Anthropic	82.30%	87.45%	17	03/21, 08:44	1032.51s	$2.43	OpenClaw standard task average score 82.30%, success rate 87.45%.
#2	Mimo V2 Omni Xiaomi	81.82%	85.61%	6	03/21, 08:31	708.06s	$0.00	OpenClaw standard task average score 81.82%, success rate 85.61%.
#3	Minimax M2.7 Minimax	81.78%	87.13%	9	03/21, 08:41	1071.26s	$0.00	OpenClaw standard task average score 81.78%, success rate 87.13%.
#4	Gpt 5.4 Openai	81.57%	90.47%	15	03/21, 08:45	958.63s	$1.34	OpenClaw standard task average score 81.57%, success rate 90.47%.
#5	Glm 5 Turbo Z Ai	81.57%	86.54%	9	03/21, 08:50	984.42s	$0.00	OpenClaw standard task average score 81.57%, success rate 86.54%.
#6	Mimo V2 Pro Xiaomi	80.97%	83.95%	13	03/21, 09:07	904.74s	$0.00	OpenClaw standard task average score 80.97%, success rate 83.95%.
#7	Qwen3.5 122b A10b Qwen	80.80%	85.48%	13	03/19, 11:48	677.34s	$0.43	OpenClaw standard task average score 80.80%, success rate 85.48%.
#8	Claude Sonnet 4.5 Anthropic	80.67%	88.23%	17	03/21, 08:41	906.60s	$2.14	OpenClaw standard task average score 80.67%, success rate 88.23%.
#9	Claude Sonnet 4 Anthropic	80.47%	80.47%	1	03/10, 02:55	932.29s	$2.87	OpenClaw standard task average score 80.47%, success rate 80.47%.
#10	Qwen3.5 397b A17b Qwen	80.45%	89.14%	9	03/19, 12:03	885.84s	$0.75	OpenClaw standard task average score 80.45%, success rate 89.14%.

Claude Opus 4.6 Anthropic

Score 82.30%

Success rate 87.45% · Best time 1032.51s

OpenClaw standard task average score 82.30%, success rate 87.45%.

Mimo V2 Omni Xiaomi

Score 81.82%

Success rate 85.61% · Best time 708.06s

OpenClaw standard task average score 81.82%, success rate 85.61%.

Minimax M2.7 Minimax

Score 81.78%

Success rate 87.13% · Best time 1071.26s

OpenClaw standard task average score 81.78%, success rate 87.13%.

Gpt 5.4 Openai

Score 81.57%

Success rate 90.47% · Best time 958.63s

OpenClaw standard task average score 81.57%, success rate 90.47%.

Glm 5 Turbo Z Ai

Score 81.57%

Success rate 86.54% · Best time 984.42s

OpenClaw standard task average score 81.57%, success rate 86.54%.

Mimo V2 Pro Xiaomi

Score 80.97%

Success rate 83.95% · Best time 904.74s

OpenClaw standard task average score 80.97%, success rate 83.95%.

Qwen3.5 122b A10b Qwen

Score 80.80%

Success rate 85.48% · Best time 677.34s

OpenClaw standard task average score 80.80%, success rate 85.48%.

Claude Sonnet 4.5 Anthropic

Score 80.67%

Success rate 88.23% · Best time 906.60s

OpenClaw standard task average score 80.67%, success rate 88.23%.

Claude Sonnet 4 Anthropic

Score 80.47%

Success rate 80.47% · Best time 932.29s

OpenClaw standard task average score 80.47%, success rate 80.47%.

#10

Qwen3.5 397b A17b Qwen

Score 80.45%

Success rate 89.14% · Best time 885.84s

OpenClaw standard task average score 80.45%, success rate 89.14%.